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README.md

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----
-license: cc-by-sa-3.0
-task_categories:
-- token-classification
-language:
-- en
-tags:
-- wikidata
-- wikipedia
-- named-entity-linking
-pretty_name: AIDA CoNLL-YAGO Wikidata
-size_categories:
-- 10K<n<100K
----
-
-# Dataset Card for AIDA CoNLL-YAGO Wikidata
-
-## Table of Contents
-- [Dataset Description](#dataset-description)
-  - [Dataset Summary](#dataset-summary)
-  - [Supported Tasks](#supported-tasks)
-  - [Languages](#languages)
-- [Dataset Structure](#dataset-structure)
-  - [Data Instances](#data-instances)
-  - [Data Fields](#data-fields)
-  - [Data Splits](#data-splits)
-- [Additional Information](#additional-information)
-  - [Licensing Information](#licensing-information)
-
-## Dataset Description
-
-- **Repository:** [AIDA CoNLL-YAGO Wikidata repository](https://github.com/cyanic-selkie/aida-conll-yago-wikidata)
-
-### Dataset Summary
-
-The AIDA CoNLL-YAGO Wikidata dataset is the same as the original [AIDA CoNLL-YAGO](https://www.mpi-inf.mpg.de/departments/databases-and-information-systems/research/ambiverse-nlu/aida/downloads) dataset, but with Wikidata QIDs instead of Wikipedia titles as entity identifiers. They are automatically generated (with a few manual corrections) from Wikidata and Wikipedia dumps (March 1, 2023).
-
-The code for generating the dataset can be found [here](https://github.com/cyanic-selkie/aida-conll-yago-wikidata).
-
-### Supported Tasks
-
-- `named-entity-linking`: The dataset can be used to train a model for Named Entity Linking.
-
-### Languages
-
-The text in the dataset is in English. The associated BCP-47 code is `en`.
-
-## Dataset Structure
-
-### Data Instances
-
-A typical data point represents a sentence in a document (news article).
-
-The `text` field contains the original text in an NFC normalized, UTF-8 encoded string.
-
-The `entities` field contains a list of entities, each represented by a struct with the inclusive starting byte `start` field, exclusive ending byte `end` field, and a nullable `qid` field.
-
-Additionally, each sentence has `document_id` and `sentence_index` fields to be able to determine the sentence's context.
-
-Data points belonging to the same article appear next to each other in the dataset and are sorted in an ascending fashion by the `sentence_index` field.
-
-An example from the AIDA CoNLL-YAGO Wikidata test set looks as follows:
-
-```
-{
-  "uuid": "f647d183-ed81-4513-b607-2c9cbc98930a"
-  "document_id": 1393,
-  "sentence_index": 9,
-  "text": "He guided Ireland to two successive World Cup finals tournaments and to the 1988 European championship finals in Germany , after the Irish beat a well-fancied England team 1-0 in their group qualifier .",
-  "entities": [
-    {
-      "start": 10,
-      "end": 17,
-      "qid": 163547
-    },
-    {
-      "start": 36,
-      "end": 45,
-      "qid": 19317
-    },
-    {
-      "start": 81,
-      "end": 89,
-      "qid": 46
-    },
-    {
-      "start": 113,
-      "end": 120,
-      "qid": 183
-    },
-    {
-      "start": 133,
-      "end": 138,
-      "qid": 163547
-    },
-    {
-      "start": 159,
-      "end": 166,
-      "qid": 47762
-    }
-  ]
-}
-```
-
-### Data Fields
-
-- `uuid`: a UTF-8 encoded string representing a v4 UUID that uniquely identifies the example
-- `document_id`: an integer that uniquely identifies the document this sentence belongs to
-- `sentence_index`: an integer that uniquely identifies the position of the sentence in its original document
-- `text`: an NFC normalized, UTF-8 encoded string representing the sentence
-- `entities`: a list of structs representing entities, each entity has:
-  - `start`: an integer representing the inclusive starting UTF-8 code point of the entity
-  - `end`: an integer representing the exclusive ending UTF-8 code point of the entity
-  - `qid`: an integer representing the Wikidata QID this entity refers to; it can be null if the entity didn't exist in Wikidata at the time of the creation of the original dataset
-
-### Data Splits
-
-The data is split into training, validation and test sets; all of the sentences belonging to an article are in the same split. The final split sizes are as follows:
-
-|                                               | Train     | Validation  | Test    |
-| :-----                                        | :------:  | :-----:     | :----:  |
-| AIDA CoNLL-YAGO Wikidata - documents          | 946       | 216         | 231     |
-| AIDA CoNLL-YAGO Wikidata - sentences          | 13,938    | 3,225       | 3,421   |
-| AIDA CoNLL-YAGO Wikidata - entities           | 23,374    | 5,912       | 5,608   |
-| AIDA CoNLL-YAGO Wikidata - entities with QIDs | 18,540    | 4,791       | 4,481   |
-
-## Additional Information
-
-### Licensing Information
-
-The licensing status of the dataset is the same as the licensing status of the original [AIDA CoNLL-YAGO](https://www.mpi-inf.mpg.de/departments/databases-and-information-systems/research/ambiverse-nlu/aida/downloads) dataset which is under a [Creative Commons Attribution-ShareAlike 3.0 Unported License](http://creativecommons.org/licenses/by-sa/3.0/deed.en_US).

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